Selected Variables

covariates:
- Sagittal Balance
- Cobb PT curve (Degree)
- Major curve Cobb angle
- Global Tilt
- RPV
- RSA
- LDI
- RLL
- Age
- ODI - Score (%)_First Visit
- SRS22 - Function_First Visit
- SRS22 - Pain_First Visit
- SRS22 -SI_First Visit
- SRS22 - MH_First Visit
- SRS22 - SRS Subtotal score_First Visit
- SF36 - MCS_First Visit
- SF36 - PCS_First Visit
- NRS back - Back pain - Average
- NRS back - Leg pain - Average
- opnonop_categoric
- frailty_index

Sagittal Balance

Proportion of na: 30.4%

Cobb PT curve (Degree)

Proportion of na: 49.9%

Major curve Cobb angle

Proportion of na: 4.6%

Global Tilt

Proportion of na: 11.5%

RPV

Proportion of na: 10.1%

RSA

Proportion of na: 12.2%

LDI

Proportion of na: 27.8%

RLL

Proportion of na: 10.5%

Age

Proportion of na: 0%

ODI - Score (%)_First Visit

Proportion of na: 1.2%

SRS22 - Function_First Visit

Proportion of na: 2.1%

SRS22 - Pain_First Visit

Proportion of na: 2.1%

SRS22 -SI_First Visit

Proportion of na: 2.1%

SRS22 - MH_First Visit

Proportion of na: 2.1%

SRS22 - SRS Subtotal score_First Visit

Proportion of na: 2.1%

SF36 - MCS_First Visit

Proportion of na: 2.2%

SF36 - PCS_First Visit

Proportion of na: 2.2%

NRS back - Back pain - Average

Proportion of na: 0.1%

NRS back - Leg pain - Average

Proportion of na: 0.1%

frailty_index

Proportion of na: 0%

Propensity Scores Common Support

## Loading required package: lattice
## 
## Attaching package: 'lattice'
## The following object is masked from 'package:boot':
## 
##     melanoma

Model Stats

  • Treatment proportion: 0.122
  • Model Type: elastic_net
  • Accuracy: 0.8715604
  • Params: alpha: 0.475 lambda: 0.0800604

Model Coefficients

Bootstraping replicas: 100

Visual Inspection

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'

## `geom_smooth()` using formula 'y ~ x'